Shelf intelligence solutions use computer vision technology to turn shelf images into actionable insights – like out-of-stocks, price errors, and planogram issues – so retailers can fix problems faster and boost store performance.

These solutions typically involve three core components:

• Hardware: for retail data capture.
• AI-powered insights engine: for processing data and generating actionable insights for store associates.
• Reporting: for understanding store performance, providing comprehensive dashboards for store, regional, and category management.